Samuel Kim's repositories
DeepSymReg
Official repository for the paper "Integration of Neural Network-Based Symbolic Regression in Deep Learning for Scientific Discovery"
DeepSymRegTorch
PyTorch implementation of the EQL network, a neural network for symbolic regression
topo-phc-opt
Automated Discovery and Optimization of 3D Topological Photonic Crystals
parametric-eql
Variant of the EQuation Learner (EQL) neural network architecture for performing symbolic regression on parametric equations with varying coefficients.
Diamond_NV_Experiment
Code for running experiments on diamond NV center confocal microscopy setup. Loncar Group.
Brillouin.jl
Brillouin zones and paths for dispersion calculations in Julia.
CS181_Pract3
CS 181 Practical 3
CS205-Final-Project
CS205 Final Project for Samuel Kim, Robert Hoyt, and Dmitry Vinichenko
mpb_abby_men
MIT Photonic-Bands: computation of photonic band structures in periodic media
ScatterNet
Code for all work presented in Nanophotonic Particle Simulation and Inverse Design Using Artificial Neural Networks
Turf.jl
A Julia port of Turf.js http://turfjs.org/